PicklingError when running pytask-parallel in a module with YAML file loaded in context manager. #136
Description
The code below leads to a PicklingError: Could not pickle the task to send it to the workers. for task_assert_math, but not for the task without the decorator (which runs through fine) after running
pytask -n 2
Both tasks run through as expected:
-
when pytask is not run in parallel
-
when the YAML file is loaded without using a context manager:
dir_dict = yaml.safe_load(SPECS_PATH.read_text(encoding="utf-8"))
The latter seems like a good fix for me, but it should probably be better documented.
Tested OS: Windows
Minimal example:
from pathlib import Path
from pytask import task
import yaml
SPECS_PATH = Path(__file__).parent / "data_sets_specs.yaml"
# Create minimal spec file.
SPEC_CONTENT = {
"some_spec": {}
}
def _create_local_specs_file() -> bool:
"""Write a temporary specs file next to this module if none exists."""
SPECS_PATH.write_text(
yaml.safe_dump(SPEC_CONTENT, sort_keys=False), encoding="utf-8"
)
_create_local_specs_file()
with SPECS_PATH.open(encoding="utf-8") as f:
dir_dict = yaml.safe_load(f)
@task
def task_assert_math():
"""Simple arithmetic check."""
assert 2 + 2 == 4
def task_assert_math_without_decorator():
"""Simple arithmetic check."""
assert 2 + 2 == 4
pixi.lock
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- pypi: https://files.pythonhosted.org/packages/65/44/bb509c3d2c0b5a87e7a5af1d5917a402a32ff026f777a6d7cb6990746cbb/tabcompleter-1.4.0-py3-none-any.whl
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Traceback
_RemoteTraceback:
"""
Traceback (most recent call last):
File "C:\Users\bbe6621\ECON\ambig-beliefs.pixi\envs\default\Lib\site-packages\loky\backend\queues.py", line 159, in feed
obj = dumps(obj, reducers=reducers)
File "C:\Users\bbe6621\ECON\ambig-beliefs.pixi\envs\default\Lib\site-packages\loky\backend\reduction.py", line 214, in dumps
dump(obj, buf, reducers=reducers, protocol=protocol)
~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "C:\Users\bbe6621\ECON\ambig-beliefs.pixi\envs\default\Lib\site-packages\loky\backend\reduction.py", line 207, in dump
_LokyPickler(file, reducers=reducers, protocol=protocol).dump(obj)
~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^^^^
File "C:\Users\bbe6621\ECON\ambig-beliefs.pixi\envs\default\Lib\site-packages\cloudpickle\cloudpickle.py", line 1313, in dump
return super().dump(obj)
~~~~~~~~~~~~^^^^^
File "C:\Users\bbe6621\ECON\ambig-beliefs.pixi\envs\default\Lib\site-packages\cloudpickle\cloudpickle.py", line 968, in _file_reduce
raise pickle.PicklingError("Cannot pickle closed files")
_pickle.PicklingError: Cannot pickle closed files
"""
The above exception was the direct cause of the following exception:
PicklingError: Could not pickle the task to send it to the workers.